Publicacions

pH trends and seasonal cycle in the coastal Balearic Sea reconstructed through machine learning

Flecha, Susana; Giménez-Romero, Àlex; Tintoré, Joaquı́n; Pérez, Fiz F.; Alou-Font, Eva; Matías, Manuel A.; Hendriks, Iris E.
Scientific Reports 12, 12956 (1-11) (2022)

Can Deep Learning distinguish chaos from noise? Numerical experiments and general considerations

Zanin, Massimiliano
Communications in Nonlinear Science and Numerical Simulation 114, 106708 (2022)

Haros graphs: an exotic representation of real numbers

Calero-Sanz, Jorge; Luque, Bartolo; Lacasa, Lucas
Journal of Complex Networks 10, cnac043 (2022)

Corrupted bifractal features in finite uncorrelated power-law distributed data

Olivares, Felipe; Zanin, Massimiliano
Physica A: Statistical Mechanics and its Applications 603, 1-11 (2022)

Echo chambers and information transmission biases in homophilic and heterophilic networks

Diaz-Diaz, Fernando; San Miguel, Maxi; Meloni, Sandro;
Scientific Reports 12, 9350 (2022)

Biased-voter model: how persuasive a small group can be?

Czaplicka,Agnieszka;Charalambous,Christos;Toral,Raul;San Miguel,Maxi
Chaos, Solitons and Fractals 161, 112363 (2022)

Sampling rare trajectories using stochastic bridges

Aguilar,Javier;Baron,Joseph;Galla,Tobias;Toral,Raul
Physical Review E 105, 064138 (2022)

Eigenvalue spectra and stability of directed complex networks

Baron, Joseph W.
Submitted (2022)

Algorithmic hospital catchment area estimation using label propagation

Challen, Robert J.; Griffith, Gareth J.; Lacasa, Lucas; Tsaneva-Atanasova, Krasimira
BMC Health Services Research 22, 828, (2022)

Communicability in time-varying networks with memory

Ernesto Estrada
New Journal of Physics 24, 063017 (1-16) (2022)

Correlations of network trajectories

Lacasa, Lucas; Rodríguez, Jorge P.; Eguiluz, Victor M.
Physical Review Research 4, L042008 , (2022)

Information Processing Capacity of a Single-Node Reservoir Computer: An Experimental Evaluation

Vettelschoss, Benedikt; Röhm, André; Soriano, Miguel C.
IEEE Transactions on Neural Networks and Learning Systems 33, 2714-2725 (2022)

Quantum thermodynamics under continuous monitoring: a general framework

Manzano, Gonzalo; Zambrini, Roberta
AVS Quantum Science 4, 025302 (2022)

Lagrangian transport of sinking particles. From theoretical characterization to oceanic applications

de la Fuente, Rebeca (Supervisors: Cristobal Lopez and Emilio Hernandez-Garcia)
PhD Thesis (2022)

Statistical–mechanical theory of topological indices

Ernesto Estrada
Physica A 602, 127612 (1-10) (2022)

Analyzing international events through the lens of statistical physics: The case of Ukraine

Zanin, Massimiliano; Martínez, Johann H.
Chaos: An Interdisciplinary Journal of Nonlinear Science 32, 051103 (1-8) (2022)

Inequalities in COVID-19 inequalities research: Who had the capacity to respond?

Benach, Joan; Cash-Gibson, Lucinda; Rojas-Gualdrón, Diego F; Padilla-Pozo, Álvaro; Fernández-Gracia, Juan; M Eguíluz, Víctor and COVID-SHINE group
Plos One 17, e0266132 (2022)

Optimal Cost-Based Strengthening of Complex Networks

Rong, Qingnan; Zhang, Jun; Sun, Xiaoqian; Wandelt, Sebastian; Zanin, Massimiliano; Tian, Liang
IEEE Transactions on Network Science and Engineering 9, 1117 - 1127 (2022)

20 years of ordinal patterns: Perspectives and challenges

Leyva Callejas, Inmaculada; Martinez, Johann; Masoller, Cristina; Rosso, Osvaldo A.; Zanin, Massimiliano
EPL 138, 31001 (1-7) (2022)

¿Aumentan las renovables el riesgo de apagones en la red eléctrica?

Gomila, D; Carreras, B.A.; Colet, P.
The Conversation, https://theconversation.com/aumentan-las-renovables-el-riesgo-de-apagones-en-la-red-electrica-179729, (2022)

Permutation Jensen-Shannon distance: A versatile and fast symbolic tool for complex time-series analysis

Luciano Zunino, Felipe Olivares, Haroldo V. Ribeiro, and Osvaldo A. Rosso
Physical Review E 105, 1-21 (2022)

Understanding the effects of COVID-19 on Financial Market Structures: A study of the USA & Brazil

Ola Megahed Ali (Advisor: Pere Colet)
Master Thesis (2022)

Seagrass spatiotemporal dynamics with a time-dependent mortality

Mampel, Jorge (Advisors: Gomila, Damià; Ruiz-Reynés, Daniel)
Master Thesis (2022)

The world-wide waste web

Martínez, Johann H; Romero, Sergi; Ramasco, Jose J.; Estrada, Ernesto
Nature Communications 13, 1615 (2022)

Quantum Consensus Dynamics by Entangling Maxwell Demon

Ryu,Sungguen;López,Rosa;Toral,Raúl
New Journal of Physics 24, 033028 (2022)

Assessing Identifiability in Airport Delay Propagation Roles Through Deep Learning Classification

Ivanoska, Ilinka; Pastorino, Luisina; Zanin, Massimiliano
IEEE Access 10, 28520 - 28534 (2022)

Editorial: The Fluctuation-Dissipation Theorem Today

Gudowska-Nowak Ewa, OliveiraFernando A. and Wio Horacio Sergio
Frontiers in Physics 10, 859799 (3) (2022)

Eigenvalues of random matrices with generalised correlations: a path integral approach

Baron, Joseph William; Jewell, Thomas Jun; Ryder, Christopher; Galla, Tobias
Physical Review Letters 128, 120601 (1-6) (2022)

Inferring work by quantum superposing forward and time-reversal evolutions

Rubino, Giulia; Manzano, Gonzalo; Rozema, Lee A.; Walther, Philip; Parrondo, Juan M. R.; Brukner, Časlav
Physical Review Research 4, 013208 (2022)

Network meta‐analysis and random walks

Davies, Annabel L.; Papakonstantinou, Theodorus; Nikolakopoulou, Adriani; Rücker, Gerta; Galla, Tobias
Statistics in Medicine 41, 2091-2114 (2022)

Coordination and equilibrium selection in games: the role of local effects

Raducha, Tomasz; San Miguel, Maxi
Scientific Reports 12, 3373 (2022)

Towards a taxonomy of learning dynamics in 2 × 2 games

Pangallo, Marco; Sanders, James B. T; Galla, Tobias; Farmer, J. Doyne
Games and Economic Behaviour 132, 1-21 (2022)

Plant–insect chemical communication in ecological communities: An information theory perspective

Peng-Juan, Zu; García-García, Reinaldo; Schuman, Meredith C.; Saavedra,Sergei; Melián, Carlos J.
Journal of Systematics and Evolution , (2022)

Non-Gaussian random matrices determine the stability of Lotka-Volterra communities

Baron, Joseph W.; Jewell, Thomas Jun; Ryder, Christopher; Galla, Tobias
Submitted (2022)

Survival and extreme statistics of work, heat and entropy production in steady-state heat engines

Manzano, Gonzalo; Roldán, Édgar
Physical Review E 105, 024112 (2022)

From random failures to targeted attacks in network dismantling

Wandelt, Sebastian; Lin, Wei; Sun, Xiaoqian; Zanin, Massimiliano
Reliability Engineering & System Safety 218, 108146 (2022)

Premio Nobel de Física 2021: Otorgado por “Contribuciones revolucionarias en la comprensión de los sistemas físicos complejos”

Ramasco, José Javier; Gutiérrez, José Manuel; San Miguel, Maxi
Revista Española de Física 35, 15-17 (2022)

The shape of memory in temporal networks

Williams, Oliver; Lacasa, Lucas; Millán, Ana; Latora, Vito
Nature Communications 13, (2022)

Air delay propagation patterns in Europe from 2015 to 2018: an information processing perspective

Pastorino, Luisina; Zanin, Massimiliano
J. Phys. Complex. 3, 015001 (2022)

A Fast Transform for Brain Connectivity Difference Evaluation

Zanin, Massimiliano; Ivanoska, Ilinka; Güntekin, Bahar; Yener, Görsev; Loncar-Turukalo, Tatjana; Jakovljevic, Niksa; Sveljo, Olivera; Papo, David
Neuroinformatics 20, 285-299 (2022)

From networked SIS model to the Gompertz function

Ernesto Estrada, Paolo Bartesaghi
Applied Mathematics and Computation 419, 126882 (2022)

Hubs-biased resistance distances on graphs and networks

Ernesto Estrada and Delio Mugnolo
Journal of Mathematical Analysis and Applications 507, 125728 (1-22) (2022)

Non-uniform random graphs on the plane: A scaling study

CT Martinez-Martinez, JA Mendez-Bermudez, Francisco A Rodrigues, Ernesto Estrada
Physical Review E 105, 1-13 (2022)

Signal transmission in a chain of unidirectionally coupled self-sustained Van der Pol oscillators: effect of additional nonlinearities and noisy chain units

Tchakui, Murielle Vanessa, Woafo, Paul; Gomila, Damià; Colet, Pere
European Physical Journal Plus 137, 3 (1-13) (2022)

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